GeeksBlaBla

#91 - AI & ML


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In this episode of GeeksBlaBla we answer many questions around AI & ML, their fields of applications, what they are, their uses in industry with our guest Amine.

Guests
  • Amine Erraqabi
  • Notes

    0:01 - Intro and welcoming.

    0:04 - Typical day of a data scientist

    0:10 - Difference between the job of a data scientist/machine learning engineer/data engineer

    0:16 - What are the key skills to have to be a great data scientist

    0:21 - Do we need to have advanced mathes skills to start doing ML ?

    0:27 - Machine learning process : From collecting the data to testing and tuning our chosen model

    0:36 - How is Agile Management implemented in the context of ML projects?

    0:43 - Subsets of Machine Learning ?

    0:56 - Is statistics necessary for DS ?

    1:01 - How to get started in AI ?

    1:03 - What are the main stages of AI ?

    1:06 - Application of AI techniques in insurance

    1:13 - Application of AI techniques in advertising

    1:21 - Business opportunities in african countries (Morocco) that AI will open

    1:26 - Jobs in AI

    1:33- Wrap up and goodbye

    Links
    • The Elements of Statistical Learning
    • Prepared and Presented by
      • Ismail Tlemcani

      • Meriem Zaid

      • ...more
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